公开记录
软件健康报告模式 0.23.0 · 指标 1.13.0 · 2026-07-21 20:32 UTC

apache / arrow-julia

Official Julia implementation of Apache Arrow

JuliaApache-2.0★ 310 星标⑂ 78 复刻始于 2020年8月在 GitHub 上查看 ↗

apache/arrow-julia 的健康指数为 100 分中的 67 分,处于「中等」区间。 其得分最高的类别是Sustainability & Governance(72/100),最低的是AI Readiness(39/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

67
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

67
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

23,511 关注者3,146 个公开仓库始于 2009年1月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

66中等 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
10.4/36提交节奏 — 52 周中有 15 周有提交
12.4/18提交量 — 最近一年 23 次提交
4/10OpenSSF Scorecard:Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
所用输入
commits_last_year23
human_commit_share0.82
days_since_last_push0
active_weeks_last_year15

发布纪律

70良好
评分方式
27/27有发布版本 — 已发布 38 个发布版本
16.2/36发布时效 — 最近一次发布版本于 188 天前
19.8/27发布节奏 — 约每 105.9 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count38
latest_release_tagv2.8.1
releases_from_tags
days_since_latest_release188
mean_days_between_releases105.9
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

64中等 · 占总体的 18%
评分方式
40.4/60星标 — 310 个星标
15.7/25复刻 — 78 个复刻
7.9/15关注者 — 27 位关注者
所用输入
forks78
stars310
watchers27
growth_stateorganic
growth_factor_pct100

社区健康

65中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

72良好 · 占总体的 24%
评分方式
25.2/54巴士系数 — 2 位贡献者贡献了半数提交
12.6/22.5提交分布 — 头号贡献者编写了 44% 的提交
13.5/13.5贡献者广度 — 46 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 48 contributing companies or organizations
所用输入
bus_factor2
contributors_sampled46
top_contributor_share0.441
评分方式
31.8/46.8议题解决 — 68% 的议题已关闭
33.7/38.3PR 接受 — 已裁定的 PR 中 252/286 已合并
10.5/15OpenSSF Scorecard:Code-Review — Found 14/18 approved changesets -- score normalized to 7
所用输入
merged_prs252
open_issues96
closed_issues205
issue_closed_ratio0.681
closed_unmerged_prs34
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — apache 有 23,511 位关注者
25/25既往记录 — 3,146 个公开仓库,账户约 17 年
所用输入
followers23,511
owner_typeOrganization
is_verified
owner_loginapache
public_repos3,146
account_age_days6,394

工程质量

基础的工程与文档实践是否到位?

68中等 · 占总体的 20%

工程实践

54中等
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
6/20OpenSSF Scorecard:CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://arrow.apache.org/julia/
10/10仓库描述
10/10主题标签 — 2 个主题标签
0/10Wiki
所用输入
topicsjulia, apache-arrow
has_wiki
homepagehttps://arrow.apache.org/julia/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

61中等 · 占总体的 16%

安全态势

61中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
0.8/2.5CI-Tests — 10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 14/18 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 48 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
3/7.5Maintained — 5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
0/5Packaging — 无数据
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6.1
已排除计分(无数据或不适用):branch_protection, packaging, signed_releases。 其余权重已重新归一化。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

39存在风险 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史 — 82 次人类提交中有 76 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.927
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
2/10已体现的代理实践 — 最近 100 次提交中有 1 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 17 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.17
评分方式
0/45可类型检查的代码 — Julia,未配置类型检查
55/55可控的文件大小 — 采样的 1 个源文件中有 0 个超过 60KB
所用输入
primary_languageJulia
largest_source_bytes1,831
source_files_sampled1
oversized_source_files0

关键数据

310GitHub 星标
46贡献者
23最近 12 个月提交数
0距最近推送天数
38发布版本数
2巴士系数(bus factor)
96开放议题
软件包生态系统数

更多细节

Star 与 Fork 历史 310 ★ / 78 ⇿
310Star
78Fork
38发布

每颗 star 和每个 fork 的添加时间,来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方,二者可相互对照:稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时,它会作为增长真实性予以报告。

012525037531077162020-082023-082026-07
主版本 2次版本 14修订 22

每个点涵盖 6 天。

OpenSSF Scorecard 6.1 / 10
6.1综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-21 20:32 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
3CI-Tests10 out of 30 merged PRs checked by a CI test -- score normalized to 3
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 14/18 approved changesets -- score normalized to 7
10Contributorsproject has 48 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
4Maintained5 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 4
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 0

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 0 个间接(传递)软件包。仓库提交锁文件时,传递闭包才是完整的。

注册表软件包版本关系
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies to assess

原始 JSON 报告 机器可读
{
  "data": {
    "repo": {
      "topics": [
        "julia",
        "apache-arrow"
      ],
      "is_fork": false,
      "size_kb": 2594,
      "has_wiki": false,
      "homepage": "https://arrow.apache.org/julia/",
      "languages": {
        "Julia": 367608,
        "Shell": 13784,
        "Python": 1831,
        "Emacs Lisp": 895
      },
      "pushed_at": "2026-07-21T01:17:42Z",
      "created_at": "2020-08-28T12:54:32Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T02:32:33Z",
      "description": "Official Julia implementation of Apache Arrow",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Julia",
      "significant_languages": [
        "Julia"
      ]
    },
    "owner": {
      "blog": "https://www.apache.org/",
      "name": "The Apache Software Foundation",
      "type": "Organization",
      "login": "apache",
      "company": null,
      "location": null,
      "followers": 23511,
      "avatar_url": "https://avatars.githubusercontent.com/u/47359?v=4",
      "created_at": "2009-01-17T20:14:40Z",
      "is_verified": null,
      "public_repos": 3146,
      "account_age_days": 6394
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.8.1",
          "kind": "patch",
          "published_at": "2026-01-14T05:15:35Z"
        },
        {
          "tag": "v2.8.0",
          "kind": "minor",
          "published_at": "2024-12-08T01:28:02Z"
        },
        {
          "tag": "v2.7.4",
          "kind": "patch",
          "published_at": "2024-10-30T00:37:32Z"
        },
        {
          "tag": "v2.7.3",
          "kind": "patch",
          "published_at": "2024-08-30T01:54:45Z"
        },
        {
          "tag": "v2.7.2",
          "kind": "patch",
          "published_at": "2024-05-05T20:31:07Z"
        },
        {
          "tag": "v2.7.1",
          "kind": "patch",
          "published_at": "2024-02-01T19:29:38Z"
        },
        {
          "tag": "v2.7.0",
          "kind": "minor",
          "published_at": "2023-12-10T01:51:29Z"
        },
        {
          "tag": "v2.6.2",
          "kind": "patch",
          "published_at": "2023-06-12T08:13:32Z"
        },
        {
          "tag": "v2.6.1",
          "kind": "patch",
          "published_at": "2023-06-08T02:28:10Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2023-06-05T21:29:56Z"
        },
        {
          "tag": "v2.5.2",
          "kind": "patch",
          "published_at": "2023-04-20T00:26:44Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2023-04-16T21:04:31Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2023-03-16T06:18:12Z"
        },
        {
          "tag": "v2.4.3",
          "kind": "patch",
          "published_at": "2023-02-04T13:33:18Z"
        },
        {
          "tag": "v2.2.1",
          "kind": "patch",
          "published_at": "2022-03-08T04:13:26Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2021-10-29T16:16:21Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2021-09-28T23:48:14Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2021-09-22T18:59:06Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2021-07-24T00:59:04Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2021-07-19T13:32:48Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2021-07-07T22:05:51Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2021-05-31T19:08:22Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2021-04-23T00:44:50Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2021-04-16T19:02:02Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2021-03-29T13:37:40Z"
        },
        {
          "tag": "v1.2.4",
          "kind": "patch",
          "published_at": "2021-02-05T05:13:52Z"
        },
        {
          "tag": "v1.2.3",
          "kind": "patch",
          "published_at": "2021-02-04T07:08:28Z"
        },
        {
          "tag": "v1.2.2",
          "kind": "patch",
          "published_at": "2021-01-31T06:41:06Z"
        },
        {
          "tag": "v1.2.1",
          "kind": "patch",
          "published_at": "2021-01-25T18:54:15Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2021-01-19T18:30:25Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2021-01-06T05:06:19Z"
        },
        {
          "tag": "v1.0.3",
          "kind": "patch",
          "published_at": "2020-12-02T06:45:25Z"
        },
        {
          "tag": "v1.0.2",
          "kind": "patch",
          "published_at": "2020-11-28T20:37:42Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2020-11-19T18:00:55Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2020-11-19T08:01:53Z"
        },
        {
          "tag": "v0.4.1",
          "kind": "patch",
          "published_at": "2020-11-04T00:47:31Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2020-10-28T15:32:01Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2020-10-03T22:23:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c66d7078c39dea39a16721e27f051b84cb73f063",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\nfrom 6 to 7.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v7.0.0</h2>\n<h2>What's Changed</\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 6 to 7 (#608)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T01:13:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3085365803a4401b1a36135e48037f6e51dbf69d",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 5 to 6.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v6.0.0</h2>\n<h2>What's Changed</h2>\n<ul>\n<li>Update packages\n[…]\nnless you reopen the\nPR or upgrade to it yourself)\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 5 to 6 (#602)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T16:20:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
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          "body": "Sorry! I did messed up. I did miss the notifications on the top of the\nfile (we have them at the bottom at the rest of the repos) and\nreplicated the section.\n\nThis failed to apply the change for discussions as it had incorrect\nformat.",
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          "is_bot": false,
          "headline": "Add reading metadata from Arrow.Table (#481)",
          "author_name": "Bogumił Kamiński",
          "author_login": "bkamins",
          "committed_at": "2024-12-01T05:15:24Z",
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        {
          "oid": "fc8b899356a4298a25a08a9f314be0a49bb2bbc5",
          "body": "Fixes #534",
          "is_bot": false,
          "headline": "Make DictEncoding reading threadsafe (#535)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-11-27T04:22:15Z",
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        },
        {
          "oid": "7fa18aa262009dd749007bf07468b82c5045402b",
          "body": "Bumps\r\n[codecov/codecov-action](https://github.com/codecov/codecov-action) from\r\n1 to 5.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/codecov/codecov-action/releases\">codecov/codecov-action's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v5.0.0</h2>\r\n<h\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump codecov/codecov-action from 1 to 5 (#531)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-11-18T23:52:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "91e271eee38e8b376a069d3b09065cefe32de9a4",
          "body": "@kou can you help us kick off a release-vote on this commit?",
          "is_bot": false,
          "headline": "Bump version to 2.7.4 (#530)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:53:25Z",
          "body_truncated": false,
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        },
        {
          "oid": "aa5ad746f417343da0f17e3cb896226251a5ec7a",
          "body": null,
          "is_bot": false,
          "headline": "Remove usage of LoggingExtras and verbosity logging macros (#529)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-10-28T16:52:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a31fcf92c1dab6d8673dde70be53e2eaaffa365a",
          "body": "- closes #526 \r\n- closes #363",
          "is_bot": false,
          "headline": "fromarrow(::Type{Dates.Time}, x::Arrow.Time) (#527)",
          "author_name": "Phillip Alday",
          "author_login": "palday",
          "committed_at": "2024-10-21T17:37:51Z",
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        {
          "oid": "2696105d01cfda7c55d1902951a20908a3c205e5",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 2.7.3 (#524)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-08-28T16:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a3c8b91b13cc1ccf7b1c218e85fd73e59050f36",
          "body": "Bumps [actions/setup-python](https://github.com/actions/setup-python)\r\nfrom 2 to 5.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/setup-python/releases\">actions/setup-python's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v5.0.0</h2>\r\n<h2>What's \n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 2 to 5 (#522)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-12T20:28:17Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2c2d3e93001f30ff7dd1b682f0ebea77107cba90",
          "body": "Bumps\r\n[julia-actions/julia-buildpkg](https://github.com/julia-actions/julia-buildpkg)\r\nfrom 1.2 to 1.6.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/julia-buildpkg/releases\">julia-actions/julia-buildpkg's\r\nreleases</a>.</em></p>\r\n<bloc\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/julia-buildpkg from 1.2 to 1.6 (#521)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:04:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f359c2377de646f79ff5ab58b441fa50d74adc27",
          "body": "Bumps\r\n[julia-actions/setup-julia](https://github.com/julia-actions/setup-julia)\r\nfrom 1 to 2.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/julia-actions/setup-julia/releases\">julia-actions/setup-julia's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v2.\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump julia-actions/setup-julia from 1 to 2 (#520)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:03:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "60b34bfd00eb16d3c24afc7cb1ed72d709107689",
          "body": "Bumps [actions/cache](https://github.com/actions/cache) from 1 to 4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/cache/releases\">actions/cache's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<ul>\r\n<li>Updat\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/cache from 1 to 4 (#519)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-08-07T00:02:56Z",
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        {
          "oid": "24981f12b549bbccb8b85edc27efbb42b59d11c1",
          "body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 3 to\r\n4.\r\n<details>\r\n<summary>Release notes</summary>\r\n<p><em>Sourced from <a\r\nhref=\"https://github.com/actions/checkout/releases\">actions/checkout's\r\nreleases</a>.</em></p>\r\n<blockquote>\r\n<h2>v4.0.0</h2>\r\n<h2>What's Changed</h2>\r\n<u\n[…]\nou reopen the\r\nPR or upgrade to it yourself)\r\n\r\n\r\n</details>\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 3 to 4 (#518)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
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          "is_coding_agent": false
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        {
          "oid": "1c826b14ddcae274598a14883564f87c1ffed0a3",
          "body": "fixes #513\r\n\r\n* Install Subversion explicitly\r\n* Because recent macOS GitHub Actions runner doesn't provide Subversion\r\nby default\r\n* Add support for installing Julia for macOS (Apple Silicon)\r\n  * Because the current `macos-latest` is macOS (Apple Silicon)",
          "is_bot": false,
          "headline": "release: Fix \"Verify release\" job on macOS GitHub Actions runner (#514)",
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          "author_login": "kou",
          "committed_at": "2024-08-06T20:50:34Z",
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        {
          "oid": "7825543aa2975c9404f02930a8e8a6689befc26b",
          "body": "fixes #515",
          "is_bot": false,
          "headline": "ci: Enable Dependabot for GitHub Actions (#516)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
          "committed_at": "2024-08-06T20:49:47Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f1a91bfcbdca5532002d75c127db858d49133cec",
          "body": null,
          "is_bot": false,
          "headline": "Bump compat for TranscodingStreams",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2024-07-04T05:23:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64fc730f767de84835a5f1b4fc9b7831a3c2d15b",
          "body": "Hi,\r\n\r\nHere is a minimal example of the issue I've encountered.\r\n\r\n```julia\r\n struct A\r\n    x::Int\r\nend\r\n\r\nstruct B\r\n    a::A\r\nend\r\n\r\nv = [B(A(i)) for i =1:3]\r\n\r\nio = IOBuffer()\r\nArrow.write(io, v; file=false)\r\nseekstart(io)\r\nArrow.append(io, v) # throws\r\n```\r\n\r\nI don't know if this is really necess\n[…]\no `append` can succeed,\r\nI do not think that this creates retro-compatibility issues.\r\n\r\nThanks for the review!\r\n\r\n---------\r\n\r\nCo-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Compatibility of schemas with nested types (#504)",
          "author_name": "Romain Poncet",
          "author_login": "poncito",
          "committed_at": "2024-05-05T19:07:12Z",
          "body_truncated": true,
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        },
        {
          "oid": "ac199b0e377502ea0f1fa5ced7fda897a01b82a9",
          "body": "Co-authored-by: Ben Baumgold <4933671+baumgold@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bugfix type instability in length(::Arrow.ToList) (#497)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2024-01-30T17:37:51Z",
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        {
          "oid": "37122911c24f44318e6d4a0840408adb3364cf2a",
          "body": "… (#493)\n\nMotivated by\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94#issuecomment-1837366852\r\n\r\nStill requires:\r\n\r\n- [x] docs\r\n- [x] a test\r\n- [x] a bit more due diligence benchmarking-wise. `@benchmark`ing the\r\naccess in the test case from\r\nhttps://github.com/beacon-biosignals/Legolas.jl/issues/94 didn't reveal\r\nany perf difference, which seems like a good sign\r\n\r\n---------\r\n\r\nCo-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "enable field-order-agnostic overloads of `fromarrow` for struct types…",
          "author_name": "Jarrett Revels",
          "author_login": "jrevels",
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          "body_truncated": false,
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        },
        {
          "oid": "787768fc60ff09ea52be0c5fb7c40e04be47619b",
          "body": "…columns are regular vectors (#487)\n\nCo-authored-by: Bogumił Kamiński <bkamins@sgh.waw.pl>",
          "is_bot": false,
          "headline": "Docs: add a note about using `copy()` to get a `DataFrame` where the …",
          "author_name": "Dilum Aluthge",
          "author_login": "DilumAluthge",
          "committed_at": "2023-10-22T20:54:34Z",
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        {
          "oid": "953cbac5f25076b45452213db5cd9f21e74250a8",
          "body": "fix #470",
          "is_bot": false,
          "headline": "Use https://arrow.apache.org/julia/ as the official document URL (#490)",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
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          "body_truncated": false,
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        {
          "oid": "95c053a272ddae7d2037eddad0379681c59e3608",
          "body": "This package didn't specify `compat` for Documenter, so when the\r\nbreaking v1 release was made, it broke the docs build (since warnings\r\nbecame errors). This PR fixes those errors and specifies compatibility\r\nwith Documenter v1.",
          "is_bot": false,
          "headline": "Fix docs errors (#491)",
          "author_name": "Eric Hanson",
          "author_login": "ericphanson",
          "committed_at": "2023-10-16T11:13:26Z",
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        },
        {
          "oid": "42a46f5087ffb6a1f4e03cfe5d2236b646a6656f",
          "body": "Co-authored-by: Eric Hanson <5846501+ericphanson@users.noreply.github.com>",
          "is_bot": false,
          "headline": "bump (#488)",
          "author_name": "Joao Aparicio",
          "author_login": "JoaoAparicio",
          "committed_at": "2023-10-15T21:03:22Z",
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        },
        {
          "oid": "95efe954784062a115c2a5af15f5c4dbde3fe6f3",
          "body": "The previous link was broken, giving error 404.",
          "is_bot": false,
          "headline": "Fix documentation link (#478)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T20:27:28Z",
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        {
          "oid": "d6695626fbd1f4db5b5da5b0b137893d16871fc6",
          "body": null,
          "is_bot": false,
          "headline": "Fix example in Arrow.Writer (#480)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
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        {
          "oid": "7eaf0b234cc5c9816537dd39bcd3fd9351c3e2e9",
          "body": null,
          "is_bot": false,
          "headline": "Fix documentation example for Arrow.Writer (#479)",
          "author_name": "Guilherme Bodin",
          "author_login": "guilhermebodin",
          "committed_at": "2023-07-29T10:32:59Z",
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          "is_coding_agent": false
        },
        {
          "oid": "f8d2203b07380e1423723b5bfe32356aa1239284",
          "body": "Should fix #336.\r\n\r\nFor more context, see the [same\r\nfix](https://github.com/JuliaData/CSV.jl/commit/077e177e359c0b58e2d6db0b660a235a2ee54228)\r\nwe made for this in CSV.jl.\r\n\r\nBasically, objects interpolated into or returned from spawned tasks can\r\nbe unexpectedly kept alive long after the task has f\n[…]\ngarbage-collected due to individual threads\r\nholding the most recent task as a reference. Using `@wkspawn` ensures\r\ntasks themselves don't hold references to any of these once they're done\r\nexecuting.",
          "is_bot": false,
          "headline": "Use wkspawn from ConcurrentUtilities instead of Threads.spawn (#469)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-14T12:16:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fc7cc2d7512c9699cb73109c5b646b6d377fce36",
          "body": "I used the default JuliaFormatter options, but we can customize them if\r\nwe want to with a `.JuliaFormatter.toml` file. Details available here:\r\n\r\nhttps://domluna.github.io/JuliaFormatter.jl\r\n\r\nFixes #398.  CC: @svilupp",
          "is_bot": false,
          "headline": "Formatting (#464)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-14T00:16:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce8b581a7d5b53f88d48ef651a19b02425af6e21",
          "body": "Implements @kou's suggestion in\r\n\r\nhttps://github.com/apache/arrow-julia/issues/463#issuecomment-1588454604.",
          "is_bot": false,
          "headline": "Try to fix docs by publishing to apache infra (#468)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T16:23:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c439bac84d1f4f59180837338d3b2eb0ec6de6c",
          "body": "Fixes #461. This is the other proposal from what I originally suggested.\r\nThough `Tuple{Varag}` is never the concrete type of a value in Julia, it\r\ncomes up when dealing with structs with fields that have Vararg types;\r\nnot common at all, but it's allowed and happens.\r\n\r\nThe reflection code here is \n[…]\nto see if a tuple has a vararg element.\r\nI've commented out the Arrow/runtests test for now until we bump another\r\nversion and can then uncomment. Unit tests are added for ArrowTypes in\r\nthe meantime.",
          "is_bot": false,
          "headline": "Ensure that ArrowTypes.default is defined for Vararg tuples (#466)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:44:37Z",
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        {
          "oid": "a48407886eae3acf54ee3d43e7e8ed3836d234b7",
          "body": "Fixes #392",
          "is_bot": false,
          "headline": "Fix typo in passing largelists keyword arg (#467)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-13T13:40:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "5532270a27ce33ce98e640f28a8f597680786042",
          "body": "1. Re-enable commented-out test from #456\r\n2. Use separate test-specific Project.toml to allow for test-specific\r\ncompat (and remove compat shim)\r\n3. Replace testing println with testsets",
          "is_bot": false,
          "headline": "cleanup testing (#462)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-12T16:24:17Z",
          "body_truncated": false,
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        {
          "oid": "9f1d51a2c975bd83cbaf70c5f640762c6a0bccaf",
          "body": null,
          "is_bot": false,
          "headline": "Bump Arrow & ArrowTypes versions (#460)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-09T13:27:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5231195705fc8ccb122d04da762e08f454e09cef",
          "body": "`similar(::Type{<:SubArray})` doesn't exist. This change should handle\r\nit gracefully.\r\n\r\n---------\r\n\r\nCo-authored-by: Jacob Quinn <quinn.jacobd@gmail.com>",
          "is_bot": false,
          "headline": "implement default for SubArray (#456)",
          "author_name": "Ben Baumgold",
          "author_login": "baumgold",
          "committed_at": "2023-06-09T03:26:31Z",
          "body_truncated": false,
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        },
        {
          "oid": "074c7a77b821b608ab085c498ef328f4f455375e",
          "body": "Fixes issue reported by @Moelf in #458.\r\n\r\nThe issue is we need to get the eltype from the recursively built child\r\narray instead of as a top-level translation of the current field type.",
          "is_bot": false,
          "headline": "Fix case of recursively nested lists (#459)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
          "committed_at": "2023-06-08T15:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f039a5e929e0a6d253788e4cf78b5e956841772f",
          "body": "Should fix #416.\r\n\r\n---------\r\n\r\nCo-authored-by: Sutou Kouhei <kou@clear-code.com>",
          "is_bot": false,
          "headline": "Fix various links/urls for apache/arrow-julia (#457)",
          "author_name": "Jacob Quinn",
          "author_login": "quinnj",
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          "headline": "Update Project.toml",
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          "headline": "bump version for new release (#455)",
          "author_name": "Ben Baumgold",
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          "body": "I introduced this bug in #389 - my apologies.  Fixes #453.",
          "is_bot": false,
          "headline": "#453 fix typeo introduced in #389 (#454)",
          "author_name": "Ben Baumgold",
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          "body": "… (#451)\n\nfixes #450",
          "is_bot": false,
          "headline": "release: Add how to register ArrowTypes to the Julia General Registry…",
          "author_name": "Sutou Kouhei",
          "author_login": "kou",
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          "body": "Fixes #437. Thanks to @DrChainsaw for the investigation, proposed fix,\r\nand test file.",
          "is_bot": false,
          "headline": "Fix case where compressed file reports non-zero buffer length (#448)",
          "author_name": "Jacob Quinn",
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          "body": "I think we've merged enough PRs that we should probably cut a release.",
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          "headline": "bump version of Arrow and ArrowTypes to prepare for new release (#447)",
          "author_name": "Ben Baumgold",
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          "is_bot": false,
          "headline": "Base.isdone for Stream (#428)",
          "author_name": "Ben Baumgold",
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          "body": "Fixes #396.\r\n\r\nAs noted in the originally reported issue, enabling debug logging when\r\nwriting arrow data with compression can result in segfaults because the\r\nunderlying CodecX package have debug logs, causing task\r\nswitches/migration and thus making the pattern of using a single\r\n`X_COMPRESSOR` ar\n[…]\nI've added\r\n@svilupp as a co-author here since they started the original movement\r\nfor the code to go in this direction.\r\n\r\n---------\r\n\r\nCo-authored-by: J S <49557684+svilupp@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Refactor compressors/decompressors for laziness + safety (#445)",
          "author_name": "Jacob Quinn",
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          "body": "This allows users to read Arrow files while they're being written even\r\nwhen not using IPC mode. This is accomplished by removing the\r\nrequirement that the data must end with the magic \"ARROW1\".",
          "is_bot": false,
          "headline": "enable incremental reads of arrow-formatted files (#408)",
          "author_name": "Ben Baumgold",
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          "body": "We had this functionality w/ `Arrow.Stream`, but it's convenient and not\r\nthat expensive to define it for `Arrow.Table` as well.\r\n\r\nFixes #293.",
          "is_bot": false,
          "headline": "Add Tables.partitions definition for Arrow.Table (#443)",
          "author_name": "Jacob Quinn",
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          "oid": "94f7e37f637878c9850ebe345664011a636e3ecb",
          "body": "…382)\n\nCloses #375 \r\n\r\nThis PR fixes a problem in reading an Arrow IPC file generated by C#\r\nApache.Arrow 10.0.1 where the last recursive iteration to get the\r\ndictionaries returns `nothing` instead of an empty iterable.",
          "is_bot": false,
          "headline": "Get dictionaries of children only when field.children not nothing  (#…",
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          "author_name": "Jacob Quinn",
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          "body": "It's unclear why other language implementations will have a compression\r\nset for arrow data, then indicate that the length is -1, as a sentinel\r\nvalue that the data is actually _not_ compressed. But since they do, we\r\ncan handle that case pretty easily. I'm basically just adding a test\r\nhere from @DrChainsaw's original PR (#436 ).",
          "is_bot": false,
          "headline": "Handle len of -1 in \"compressed\" buffers from other languages (#442)",
          "author_name": "Jacob Quinn",
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          "body": "Fix #435 \r\n\r\nHipshot PR from the github API. Not sure how to add tests for this if\r\nneeded. It reads my files correctly at least :)",
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          "headline": "Add handling of len = -1 in uncompress (#436)",
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          "body": "Fixes #411. Alternative to #419.\r\n\r\nThis PR should be compatible with or without the ArrowTypes changes. I\r\nthink it's fine to do compat things in Arrow like this as long as they\r\ndon't get out of hand and we can eventually remove them as we bump\r\nrequired ArrowTypes versions and such.\r\n\r\nThe PR con\n[…]\nt for \"binary string\"s. Julia has a pretty good match\r\nfor that in `Base.CodeUnits`, so instead, we use that to write Binary\r\nand `Vector{UInt8}` is treated as a regular List of Primitive UInt8\r\ntype.",
          "is_bot": false,
          "headline": "Don't treat Vector{UInt8} as Arrow Binary type (#439)",
          "author_name": "Jacob Quinn",
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          "body": "Closes #429.  Related to #345.",
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          "headline": "#429 fix alignment for compressed data (#430)",
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          "body": "This is to get #415 released to allow writing wide (more than 65535\r\ncolumns) tables to Arrow.\r\n\r\n@kou, could you take it from here?",
          "is_bot": false,
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          "body": "If we let transcode to its own allocation it will allocate a small\r\nvector, start filling it, resize the vector, fill it some more, resize\r\nthe vector, etc.\r\n\r\nInstead in this commit we pre-allocate a vector of the corect size and\r\npass it to transcode().\r\n\r\nInspired by https://github.com/apache/arrow-julia/pull/399",
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          "login": "kou",
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          "avatar_url": "https://avatars.githubusercontent.com/u/27350?v=4"
        },
        {
          "type": "User",
          "login": "jrevels",
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          "avatar_url": "https://avatars.githubusercontent.com/u/3277443?v=4"
        },
        {
          "type": "User",
          "login": "omus",
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          "avatar_url": "https://avatars.githubusercontent.com/u/1675958?v=4"
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        {
          "type": "User",
          "login": "ericphanson",
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          "avatar_url": "https://avatars.githubusercontent.com/u/5846501?v=4"
        },
        {
          "type": "User",
          "login": "palday",
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          "avatar_url": "https://avatars.githubusercontent.com/u/1677783?v=4"
        },
        {
          "type": "User",
          "login": "JoaoAparicio",
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          "avatar_url": "https://avatars.githubusercontent.com/u/5380486?v=4"
        },
        {
          "type": "User",
          "login": "davidanthoff",
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          "avatar_url": "https://avatars.githubusercontent.com/u/1036561?v=4"
        }
      ],
      "contributors_sampled": 46,
      "top_contributor_share": 0.441
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    "quality_signals": {
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      "has_tests": true,
      "ci_workflows": [
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        "TagBot.yml",
        "ci.yml",
        "ci_nightly.yml"
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      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
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      "scorecard": {
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          {
            "name": "Binary-Artifacts",
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            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
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            "name": "CII-Best-Practices",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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            "name": "Code-Review",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
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          {
            "name": "Contributors",
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            "reason": "project has 48 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
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            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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          {
            "name": "Packaging",
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            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
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            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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  "source": {
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      "key": "overall",
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      "name": "Overall health",
      "note": null,
      "notes": [],
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        "vitality": 66,
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      "components": []
    },
    "categories": [
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                "key": "openssf_scorecard_maintained",
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            "inputs": {
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            "components": [
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                "key": "openssf_scorecard_contributors",
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                "key": "openssf_scorecard_code_review",
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            "key": "stewardship",
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            "notes": [],
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                "key": "owner_reach",
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                "key": "track_record",
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        ],
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        "key": "engineering",
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        "weight": 0.2,
        "metrics": [
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                "max_points": 24
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              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "10 out of 30 merged PRs checked by a CI test -- score normalized to 3",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
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                "julia",
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              "has_wiki": false,
              "homepage": "https://arrow.apache.org/julia/",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "status": "met",
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              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "topics",
                "name": "Topics",
                "detail": "2 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 61,
            "inputs": {
              "source": "openssf_scorecard",
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              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                "max_points": 7.5
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                "key": "ci_tests",
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                "details": [],
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 14/18 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
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                "key": "contributors",
                "name": "Contributors",
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                "points": 2.5,
                "status": "met",
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                "max_points": 2.5
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                "key": "dangerous_workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                "max_points": 5
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                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 14
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
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                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 39,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
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              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
                    "params": {}
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                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "legible_commit_history",
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                "points": 40,
                "status": "met",
                "details": [
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                    "code": "legible_history",
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                      "legible": 76,
                      "sampled": 82
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                "max_points": 40
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            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
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              "lockfiles": [],
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              "bootstrap_files": [],
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            "components": [
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                "key": "one_command_bootstrap",
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                "points": 0,
                "status": "missed",
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                "key": "automated_tests",
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                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "static_type_checking",
                "name": "Static type checking",
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                "points": 0,
                "status": "missed",
                "details": [],
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                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "demonstrated_agent_practice",
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              {
                "key": "automated_maintenance",
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                "status": "met",
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                    "code": "dependency_bot_commits",
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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          },
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            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 1831,
              "source_files_sampled": 1,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Julia"
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/1 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T20:32:38.610954Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/arrow-julia.svg",
  "full_name": "apache/arrow-julia",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.23.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计.